Triple
T2101578
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Turkic languages |
E37102
|
entity |
| Predicate | hasBranch |
P35
|
FINISHED |
| Object |
Oghur languages
Oghur languages are an early, now mostly extinct branch of the Turkic language family, historically spoken by steppe peoples such as the Bulgars and Khazars and represented today primarily by Chuvash.
|
E233992
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Oghur languages | Statement: [Turkic languages, hasBranch, Oghur languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oghur languages Context triple: [Turkic languages, hasBranch, Oghur languages]
-
A.
Ugric languages
The Ugric languages are a small branch of the Uralic language family that includes Hungarian and its closest linguistic relatives, spoken historically in parts of Central and Western Siberia.
-
B.
Balto-Slavic languages
The Balto-Slavic languages are a branch of the Indo-European language family that includes the Baltic and Slavic languages, such as Russian, Polish, and Lithuanian.
-
C.
Slavic languages
Slavic languages are a branch of the Indo-European language family spoken primarily in Eastern and Central Europe, known for features such as rich consonant clusters, aspectual verb systems, and extensive case inflection.
-
D.
Scythian languages
Scythian languages are an extinct group of ancient Eastern Iranian languages once spoken by the nomadic Scythian peoples across the Eurasian steppe.
-
E.
Samoyedic languages
Samoyedic languages are a branch of the Uralic language family spoken by indigenous Samoyedic peoples in northern Siberia and adjacent Arctic regions.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Oghur languages Triple: [Turkic languages, hasBranch, Oghur languages]
Generated description
Oghur languages are an early, now mostly extinct branch of the Turkic language family, historically spoken by steppe peoples such as the Bulgars and Khazars and represented today primarily by Chuvash.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oghur languages Target entity description: Oghur languages are an early, now mostly extinct branch of the Turkic language family, historically spoken by steppe peoples such as the Bulgars and Khazars and represented today primarily by Chuvash.
-
A.
Ugric languages
The Ugric languages are a small branch of the Uralic language family that includes Hungarian and its closest linguistic relatives, spoken historically in parts of Central and Western Siberia.
-
B.
Balto-Slavic languages
The Balto-Slavic languages are a branch of the Indo-European language family that includes the Baltic and Slavic languages, such as Russian, Polish, and Lithuanian.
-
C.
Slavic languages
Slavic languages are a branch of the Indo-European language family spoken primarily in Eastern and Central Europe, known for features such as rich consonant clusters, aspectual verb systems, and extensive case inflection.
-
D.
Scythian languages
Scythian languages are an extinct group of ancient Eastern Iranian languages once spoken by the nomadic Scythian peoples across the Eurasian steppe.
-
E.
Samoyedic languages
Samoyedic languages are a branch of the Uralic language family spoken by indigenous Samoyedic peoples in northern Siberia and adjacent Arctic regions.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69a8861828948190924aa30c08806b3a |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abbabc83a8819091f786f21d33b5a6 |
completed | March 7, 2026, 5:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae3065f3588190bc483e07dda8cf71 |
completed | March 9, 2026, 2:28 a.m. |
| NEDg | Description generation | batch_69ae3106488c8190a044d843a10f531a |
completed | March 9, 2026, 2:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae31889bc0819092810ade1961d10e |
completed | March 9, 2026, 2:33 a.m. |
Created at: March 4, 2026, 7:43 p.m.